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On the theory of designing circuits using genetic programming and aminimum of domain knowledge

机译:关于使用遗传规划和电路设计电路的理论最少的领域知识

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The problem of analog circuit design is a difficult problem thatis generally viewed as requiring human intelligence to solve.Considerable progress has been made in automating the design of certaincategories of purely digital circuits; however, the design of analogelectrical circuits and mixed analog-digital circuits has not proved tobe as amenable to automation. When critical analog circuits are requiredfor a project, skilled and highly trained experts are necessary.Previous work on applying genetic programming to the design of analogcircuits has proved to be successful at evolving a wide variety ofcircuits, including filters, amplifiers and computational circuits;however, these previous approaches have required the specification of anappropriate embryonic circuit. This paper explores a method to eliminateeven this small amount of problem-specific knowledge, and, in addition,proves that the representation used is capable of producing all circuits
机译:模拟电路设计问题是一个棘手的问题, 通常被认为需要人类的智慧来解决。 在自动化某些产品的设计方面已经取得了可观的进展。 纯数字电路的类别;但是,模拟的设计 电路和模拟数字混合电路尚未证明 适应自动化。当需要关键的模拟电路时 对于一个项目,需要熟练且训练有素的专家。 将遗传程序设计应用于模拟设计的先前工作 事实证明,电路可以成功地发展各种 电路,包括滤波器,放大器和计算电路; 但是,这些先前的方法要求规范 适当的胚胎回路。本文探讨了一种消除方法 即使是少量的特定于问题的知识,此外, 证明所使用的表示法能够产生所有电路

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